MPC-enabled privacy-preserving machine learning

by Liu, Ziyao
Published 2023

Efficient dropout-resilient aggregation for privacy-preserving machine learning

by Liu, Ziyao, Guo, Jiale, Lam, Kwok-Yan, Zhao, Jun
Published 2022

Privacy-preserving aggregation in federated learning: a survey

by Liu, Ziyao, Guo, Jiale, Yang, Wenzhuo, Fan, Jiani, Lam, Kwok-Yan, Zhao, Jun
Published 2023

Privacy-enhanced knowledge transfer with collaborative split learning over teacher ensembles

by Liu, Ziyao, Guo, Jiale, Yang, Mengmeng, Yang, Wenzhuo, Fan, Jiani, Lam, Kwok-Yan
Published 2023

Understanding security in smart city domains from the ANT-centric perspective

by Fan, Jiani, Yang, Wenzhuo, Liu ,Ziyao, Kang, Jiawen, Niyato, Dusit, Lam, Kwok-Yan, Du, Hongyang
Published 2023

A survey on blockchain : a game theoretical perspective

by Liu, Ziyao, Luong, Nguyen Cong, Wang, Wenbo, Niyato, Dusit, Wang, Ping, Liang, Ying-Chang, Kim, Dong In
Published 2019

Privacy-preserving anomaly detection in cloud manufacturing via federated transformer

by Ma, Shiyao, Nie, Jiangtian, Kang, Jiawen, Lyu, Lingjuan, Liu, Ryan Wen, Zhao, Ruihui, Liu, Ziyao, Niyato, Dusit
Published 2022